makora9143 / binarynet
☆19Updated 7 years ago
Alternatives and similar repositories for binarynet:
Users that are interested in binarynet are comparing it to the libraries listed below
- Implementation of BinaryConnect on Pytorch☆36Updated 3 years ago
- ☆53Updated 5 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆17Updated 5 years ago
- Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .☆41Updated 5 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆85Updated 5 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆22Updated 4 years ago
- Reducing the size of convolutional neural networks☆113Updated 7 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆73Updated 5 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 5 years ago
- Reproduction of WAGE in PyTorch.☆41Updated 6 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆29Updated 5 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Updated 5 years ago
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆17Updated 4 years ago
- Source code for paper "Regularizing Activation Distribution for Training Binarized Deep Networks"☆32Updated 5 years ago
- BNN implementation in tensorflow☆166Updated 6 years ago
- How Do Adam and Training Strategies Help BNNs Optimization? In ICML 2021.☆59Updated 3 years ago
- Pytorch implementations of the BNN, XNOR-Net and BiReal-Net☆15Updated 4 years ago
- Ternary Weights and Activations☆24Updated 6 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆30Updated 10 months ago
- Code example for the ICLR 2018 oral paper☆151Updated 6 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 7 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆31Updated 4 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 4 years ago
- Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zh…☆11Updated last year
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54Updated 4 years ago
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆35Updated 4 years ago
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆71Updated 4 years ago